First Impression
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What to Analyse?
PJM Energy Consumption DataWhere to Find the Data Set?
Kaggle Open DatasetsRow
Available Data (in total)
From: Apr. 1998
To: Aug. 2018Number of Observations (in total)
178262Number of Columns
13The Analyzed Data
From: Jan. 2002
To: Aug. 2018Number of Observations (included into the analysis)
145367Row
PJM
PJME
PJMW
Data
Note: Due to the amount of the data being analyzed, the data only in 2018 is taken here into consideration in order not to overload the table.Missing Value Analysis
Row
Missing Value Percentages(Power Consumption)
Row
Missing Value Percentages(Power Suppliers)
Detailed Analysis (PJME)
Row
2002-2005 (PJME)
2006-2009 (PJME)
2010-2013 (PJME)
2014-2018 (PJME)
PJME (2002-2005)
PJME (2006-2009)
PJME (2010-2013)
PJME (2014-2018)
Detailed Analysis (PJMW)
Row
2002-2005 (PJMW)
2006-2009 (PJMW)
2010-2013 (PJMW)
2014-2018 (PJMW)
PJMW (2002-2005)
PJMW (2006-2009)
PJMW (2010-2013)
PJMW (2014-2018)
Predictions (PJME)
Row
Decomposition (PJME)
Investigation and getting rid of Trend Component (PJME)
Investigating of Seasonality Component (PJME)
Winters Method and Prediction for 1 year (PJME)
Predictions (PJMW)
Row
Decomposition (PJMW)
Investigation and getting rid of Trend Component (PJMW)
Investigating of Seasonality Component (PJMW)
Winters Method and Prediction for 1 year (PJMW)
